Triage and Response
Provide structured playbooks and systematic tracking for managing high-risk incidents
2
Critical5
High12
Medium4
Active Playbooks8 min
Avg Triage94%
Resolution RateActive Incident Triage Queue
Critical Fairness Violation
Impact Assessment
Loan approval model showing 25% demographic disparity
3 models
~5,000
Response Team
Data Breach Attempt
Impact Assessment
Unauthorized access attempt on model training data
1 model
Unknown
Response Team
Performance Degradation
Impact Assessment
Response time increased by 300% for fraud detection
2 models
All transactions
Response Team
Response Playbooks
Fairness Violation Response
Steps (6)
1. Immediately pause affected model deployments
2. Notify Ethics Review Board and stakeholders
3. Run comprehensive fairness analysis
... and 3 more steps
30-60 min
23 times
Security Breach Protocol
Steps (5)
1. Isolate affected systems immediately
2. Activate incident response team
3. Preserve forensic evidence
... and 2 more steps
15-30 min
8 times
Performance Crisis Management
Steps (4)
1. Switch to fallback models if available
2. Scale infrastructure resources
3. Identify performance bottlenecks
... and 1 more steps
20-40 min
45 times
Regulatory Compliance Gap
Steps (3)
1. Document compliance gaps
2. Notify compliance officer
3. Prepare regulatory filing
45-90 min
12 times
Data Quality Emergency
Steps (3)
1. Quarantine affected data
2. Rollback to last known good state
3. Validate data pipeline integrity
30-45 min
31 times
Model Failure Recovery
Steps (3)
1. Activate disaster recovery
2. Deploy backup models
3. Initiate root cause analysis
60-120 min
18 times
Active Playbook Execution
Response Performance Metrics
Incident Response Times (7 Days)
Incidents by Type
Recent Incident Resolutions
| ID | Incident | Priority | Response Time | Resolution Time | Playbook | Outcome | Actions |
|---|---|---|---|---|---|---|---|
| INC-098 | Bias Detection Alert | High |
5 min | 45 min | Fairness Violation | Resolved - Model retrained | |
| INC-097 | API Rate Limit Breach | Medium |
12 min | 30 min | Performance Crisis | Resolved - Scaled resources | |
| INC-096 | GDPR Compliance Alert | Critical |
3 min | 2 hours | Regulatory Compliance | Resolved - Policy updated | |